If I recall correctly the hardest part of measuring decibels is that you need to model the frequency response of the human ear, so you need to measure the amplitudes of the sound at different frequencies and the hardware specified connected to the arduino will be measuring sound as a function of time. The time based measurements can be transformed into frequency based measurements through the use of Fourier transforms and there are libraries available to do this.